Objective: Investigate approaches for handling "dirty" data in Excel files (e.g., missing values, formulas, inconsistent formats) and decide on the best strategy.
Questions to Explore:
- What methods can be used to automatically detect and handle missing values, formulas, and inconsistent data in Excel files?
- Should we implement a standard set of data cleaning rules, or allow flexibility based on file-specific characteristics?
- How do we balance between automation and manual review in handling dirty data?
Objective: Investigate approaches for handling "dirty" data in Excel files (e.g., missing values, formulas, inconsistent formats) and decide on the best strategy.
Questions to Explore:
- What methods can be used to automatically detect and handle missing values, formulas, and inconsistent data in Excel files?
- Should we implement a standard set of data cleaning rules, or allow flexibility based on file-specific characteristics?
- How do we balance between automation and manual review in handling dirty data?